I will build an ai chatbot for your website, docs, or support


About this gig
- Most chatbots fail because they guess. I build bots that answer from YOUR content (your docs, your site, your support history) and say "I don't know" instead of inventing an answer.
WHAT I'VE BUILT
A support chatbot now handling ~80% of incoming cases, escalating the rest to humans. A Q&A bot over a company's Google Drive (Docs, Sheets, PDFs) that refreshes knowledge daily. An e-commerce bot recommending products per user profile.
CTO-level engineer, 8+ years building production systems, not demos that break in week two.
WHAT YOU GET
RAG pipeline over your real content, with source citations. GPT, Claude, Gemini or open models. Web widget, Slack, Telegram, WhatsApp or your own API. Human handoff when the bot isn't confident. Clean, documented source code you own.
STACK
Python (FastAPI/Django), Node.js, React/Next.js, LangChain, pgvector/Pinecone/Qdrant, Docker, AWS/GCP. Kubernetes certified.
HOW IT WORKS
You send your content and tell me what the bot must handle. I build a working demo link. We refine on real questions. I deploy and hand over the code.
Kyiv (UTC+3), full European-hours overlap. Tell me what you want the bot to do and I'll say honestly if it's a fit.
Get to know Dmytro L
CTO level AI Engineer for RAG Chatbots AI Agents and LLM Integration
- FromUkraine
- Member sinceJul 2026
Languages
Ukrainian, Russian, English
My Portfolio
FAQ
What do you need from me to start?
Your content (site URL, docs, PDFs, help center export, or past support tickets) and a short list of questions the bot must answer well. That's enough to start. If your content isn't organized yet, send it as-is and I'll handle the cleanup.
Will the bot make things up?
That's the main thing I engineer against. The bot answers only from your content, cites its sources, and is instructed to say it doesn't know rather than guess. Where it isn't confident, it hands off to a human instead of improvising.
Which package do I need?
Starter if you want to test the idea on one source. Production RAG if this goes in front of real customers. Full Deploy if it must run on your own infrastructure with fresh data. Not sure? Message me what you need and I'll say which one fits.
Do I own the code, and what does it cost to run?
You own everything. No lock-in to my accounts or a monthly fee to me. Running costs are just your own model API usage, usually a few dollars a month at small volume. I can also use open models so it runs at near zero cost.
Can the bot answer in other languages?
Yes. The models handle major languages well, and the bot can reply in whatever language the customer writes in, even when your source content is only in English. I've shipped multilingual AI content systems before. Multi-language is included in Premium.

